YoVDO

Multiple Linear Regression

Offered By: NPTEL-NOC IITM via YouTube

Tags

Multiple Linear Regression Courses Statistics & Probability Courses Data Analysis Courses Multivariate Analysis Courses Regression Analysis Courses Predictive Modeling Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Learn about multiple linear regression in this 39-minute video lecture from NPTEL-NOC IITM. Explore the fundamental concepts and applications of this statistical technique used to model relationships between multiple independent variables and a dependent variable. Gain insights into how multiple linear regression extends simple linear regression to handle more complex real-world scenarios. Understand the assumptions, model building process, and interpretation of results in multiple linear regression analysis.

Syllabus

Muliple Linear Regression


Taught by

NPTEL-NOC IITM

Related Courses

Applied Multivariate Statistical Modeling
Indian Institute of Technology, Kharagpur via Swayam Exploratory Multivariate Data Analysis
Agrocampus Ouest via France Université Numerique Mathematics for Machine Learning: Multivariate Calculus
Imperial College London via Coursera Multivariate and Geographical Data Analysis
Arizona State University via Coursera Probability and Statistics: To p or not to p?
University of London International Programmes via Coursera